{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T21:41:42Z","timestamp":1775252502536,"version":"3.50.1"},"publisher-location":"Cham","reference-count":23,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030026097","type":"print"},{"value":"9783030026103","type":"electronic"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-030-02610-3_18","type":"book-chapter","created":{"date-parts":[[2018,10,17]],"date-time":"2018-10-17T11:41:17Z","timestamp":1539776477000},"page":"318-335","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":19,"title":["Process Histories - Detecting and Representing Concept Drifts Based on Event Streams"],"prefix":"10.1007","author":[{"given":"Florian","family":"Stertz","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stefanie","family":"Rinderle-Ma","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,10,18]]},"reference":[{"key":"18_CR1","unstructured":"IEEE standard for extensible event stream (XES) for achieving interoperability in event logs and event streams. IEEE Std 1849\u20132016, pp. 1\u201350 (Nov 2016)"},{"issue":"2","key":"18_CR2","first-page":"182","volume":"2","author":"W Van der Aalst","year":"2012","unstructured":"Van der Aalst, W., Adriansyah, A., van Dongen, B.: Replaying history on process models for conformance checking and performance analysis. Wiley Interdiscip. Rev.: Data Min. Knowl. Discov. 2(2), 182\u2013192 (2012)","journal-title":"Wiley Interdiscip. Rev.: Data Min. Knowl. Discov."},{"key":"18_CR3","unstructured":"van der Aalst, W.M., Bolt, A., van Zelst, S.J.: RapidProM: mine your processes and not just your data. arXiv preprint arXiv:1703.03740 (2017)"},{"key":"18_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"391","DOI":"10.1007\/978-3-642-21640-4_30","volume-title":"Advanced Information Systems Engineering","author":"RPJC Bose","year":"2011","unstructured":"Bose, R.P.J.C., van der Aalst, W.M.P., \u017dliobait\u0117, I., Pechenizkiy, M.: Handling concept drift in process mining. In: Mouratidis, H., Rolland, C. (eds.) CAiSE 2011. LNCS, vol. 6741, pp. 391\u2013405. Springer, Heidelberg (2011). https:\/\/doi.org\/10.1007\/978-3-642-21640-4_30"},{"issue":"1","key":"18_CR5","doi-asserted-by":"publisher","first-page":"154","DOI":"10.1109\/TNNLS.2013.2278313","volume":"25","author":"RJC Bose","year":"2014","unstructured":"Bose, R.J.C., Van Der Aalst, W.M., Zliobaite, I., Pechenizkiy, M.: Dealing with concept drifts in process mining. IEEE Trans. Neural Netw. Learn. Syst. 25(1), 154\u2013171 (2014)","journal-title":"IEEE Trans. Neural Netw. Learn. Syst."},{"key":"18_CR6","unstructured":"Burattin, A., Sperduti, A., van der Aalst, W.M.: Heuristics miners for streaming event data. arXiv preprint arXiv:1212.6383 (2012)"},{"key":"18_CR7","unstructured":"Cormen, T.H., Leiserson, C.E., Rivest, R.L., Stein, C.: Introduction to Algorithms. MIT Press (2009)"},{"key":"18_CR8","unstructured":"Drolet, M.: How much will non-compliance with GDPR cost you? CSO, October 2017. https:\/\/www.csoonline.com\/article\/3234685\/data-protection\/how-much-will-non-compliance-with-gdpr-cost-you.html"},{"key":"18_CR9","unstructured":"Goodman, R.M., Smyth, P.: Rule induction using information theory. G. Piatetsky (1991)"},{"key":"18_CR10","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"311","DOI":"10.1007\/978-3-642-38697-8_17","volume-title":"Application and Theory of Petri Nets and Concurrency","author":"SJJ Leemans","year":"2013","unstructured":"Leemans, S.J.J., Fahland, D., van der Aalst, W.M.P.: Discovering block-structured process models from event logs - a constructive approach. In: Colom, J.-M., Desel, J. (eds.) PETRI NETS 2013. LNCS, vol. 7927, pp. 311\u2013329. Springer, Heidelberg (2013). https:\/\/doi.org\/10.1007\/978-3-642-38697-8_17"},{"key":"18_CR11","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"94","DOI":"10.1007\/978-3-642-41030-7_7","volume-title":"On the Move to Meaningful Internet Systems: OTM 2013 Conferences","author":"FM Maggi","year":"2013","unstructured":"Maggi, F.M., Burattin, A., Cimitile, M., Sperduti, A.: Online process discovery to detect concept drifts in LTL-based declarative process models. In: Meersman, R., et al. (eds.) OTM 2013. LNCS, vol. 8185, pp. 94\u2013111. Springer, Heidelberg (2013). https:\/\/doi.org\/10.1007\/978-3-642-41030-7_7"},{"key":"18_CR12","unstructured":"Matsumoto, Y., Ishituka, K.: Ruby programming language (2002)"},{"key":"18_CR13","unstructured":"Alves de Medeiros, A., Van Dongen, B., Van Der Aalst, W., Weijters, A.: Process mining: extending the alpha-algorithm to mine short loops. Technical report, BETA Working Paper Series (2004)"},{"key":"18_CR14","unstructured":"Peterson, J.L.: Petri net theory and the modeling of systems (1981)"},{"key":"18_CR15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-30409-5","volume-title":"Enabling Flexibility in Process-Aware Information Systems: Challenges, Methods, Technologies","author":"M Reichert","year":"2012","unstructured":"Reichert, M., Weber, B.: Enabling Flexibility in Process-Aware Information Systems: Challenges, Methods, Technologies. Springer, Heidelberg (2012). https:\/\/doi.org\/10.1007\/978-3-642-30409-5"},{"key":"18_CR16","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"241","DOI":"10.1007\/11841760_17","volume-title":"Business Process Management","author":"S Rinderle","year":"2006","unstructured":"Rinderle, S., Reichert, M., Jurisch, M., Kreher, U.: On representing, purging, and utilizing change logs in process management systems. In: Dustdar, S., Fiadeiro, J.L., Sheth, A.P. (eds.) BPM 2006. LNCS, vol. 4102, pp. 241\u2013256. Springer, Heidelberg (2006). https:\/\/doi.org\/10.1007\/11841760_17"},{"issue":"1","key":"18_CR17","doi-asserted-by":"publisher","first-page":"64","DOI":"10.1016\/j.is.2007.07.001","volume":"33","author":"A Rozinat","year":"2008","unstructured":"Rozinat, A., Van der Aalst, W.M.: Conformance checking of processes based on monitoring real behavior. Inf. Syst. 33(1), 64\u201395 (2008)","journal-title":"Inf. Syst."},{"key":"18_CR18","series-title":"Lecture Notes in Business Information Processing","doi-asserted-by":"publisher","first-page":"169","DOI":"10.1007\/978-3-642-28108-2_19","volume-title":"Business Process Management Workshops","author":"W van der Aalst","year":"2012","unstructured":"van der Aalst, W., et al.: Process mining manifesto. In: Daniel, F., Barkaoui, K., Dustdar, S. (eds.) BPM 2011. LNBIP, vol. 99, pp. 169\u2013194. Springer, Heidelberg (2012). https:\/\/doi.org\/10.1007\/978-3-642-28108-2_19"},{"key":"18_CR19","unstructured":"Van Der Aalst, W., Van Hee, K.M., van Hee, K.: Workflow Management: Models, Methods, and Systems. MIT Press (2004)"},{"key":"18_CR20","unstructured":"Weijters, A., van Der Aalst, W.M., De Medeiros, A.A.: Process mining with the heuristics miner-algorithm. Technische Universiteit Eindhoven, Technical report WP 166, pp. 1\u201334 (2006)"},{"issue":"1","key":"18_CR21","doi-asserted-by":"crossref","first-page":"69","DOI":"10.1023\/A:1018046501280","volume":"23","author":"G Widmer","year":"1996","unstructured":"Widmer, G., Kubat, M.: Learning in the presence of concept drift and hidden contexts. Mach. Learn. 23(1), 69\u2013101 (1996)","journal-title":"Mach. Learn."},{"key":"18_CR22","doi-asserted-by":"crossref","unstructured":"van Zelst, S.J., Bolt, A., Hassani, M., van Dongen, B.F., van der Aalst, W.M.: Online conformance checking: relating event streams to process models using prefix-alignments. Int. J. Data Sci. Anal. 1\u201316 (2017)","DOI":"10.1007\/s41060-017-0078-6"},{"issue":"2","key":"18_CR23","doi-asserted-by":"publisher","first-page":"407","DOI":"10.1007\/s10115-017-1060-2","volume":"54","author":"SJ van Zelst","year":"2018","unstructured":"van Zelst, S.J., van Dongen, B.F., van der Aalst, W.M.: Event stream-based process discovery using abstract representations. Knowl. Inf. Syst. 54(2), 407\u2013435 (2018)","journal-title":"Knowl. Inf. Syst."}],"container-title":["Lecture Notes in Computer Science","On the Move to Meaningful Internet Systems. OTM 2018 Conferences"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-02610-3_18","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T20:28:19Z","timestamp":1775248099000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-02610-3_18"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783030026097","9783030026103"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-02610-3_18","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"18 October 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"OTM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"OTM Confederated International Conferences \"On the Move to Meaningful Internet Systems\"","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Valletta","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Malta","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22 October 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26 October 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"otm2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.otmconferences.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Custom system developed for OTM","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"173","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"64","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"22","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"37% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3,7","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}